Projects
Check out some of my recent work
Nexa - AI-Powered Interview Preparation Platform
An intelligent interview preparation platform that combines job search, resume parsing, automated resource curation, and AI-powered coaching to help candidates prepare effectively for their dream jobs.
- Next.js
- TypeScript
- Tailwind CSS
- Node.js
- Express
- OpenAI API
- Groq API
- Serp API
- RAG
ZeroIdle-NLP: Efficient Training Pipeline for Low-Resource NLP Systems
Optimized transformer training for low-resource NLP under GPU constraints by removing preprocessing bottlenecks and improving GPU utilization through asynchronous CPU-GPU pipelining, dynamic batching, and multi-worker tokenization. Reduced training runtime from about 300 hours to about 55 hours while maintaining BLEU and CHRF on a held-out validation set.
- PyTorch
- M2M-100
- MinatoLoader
- NLP Systems
- Dynamic Batching
- Asynchronous CPU-GPU Pipeline
Global Energy & Development - Data Analysis and Visualization
A data analysis and visualization project exploring global energy production, consumption, and development trends throughout the years years using interactive charts and maps.
- D3.js
- React
Document Summarization with Retrieval-Augmented Generation (RAG) Q&A App
This project implements a Retrieval-Augmented Generation (RAG) pipeline to summarize long documents and answer user queries based on document content.
- Python
- Streamlit
- Chroma
- SentenceTransformers
- HuggingFace LLMs
- LangChain
PixelWonders - .NET Desktop Game
PixelWonders is a Windows Forms application that provides a creative platform for users to create, explore, and interact with pixel art designs and puzzles.
- C#
- .NET Framework
- Windows Forms
Optimized Real-Time Data Warehousing System
A real-time data warehousing system using a hybrid join approach for ETL operations. Implements a star schema data warehouse with streaming data processing capabilities, designed to handle customer transactions, products, stores, and suppliers with concurrent data extraction and in-memory hash table joins combined with disk buffering.
- Python
- MySQL
- Streamlit
- ETL
- Hybrid Join Algorithm
- Threading
RAG-Powered Multimodal Voicebot
An AI-powered query system enabling real-time voice interactions and document-augmented question answering with multi-tenant support. Built during internship, the system combines speech-to-text, retrieval-augmented generation (RAG), and text-to-speech capabilities for seamless voice-to-voice conversations with WebSocket and REST APIs.
- Python
- FastAPI
- Redis
- PostgreSQL
- Celery
- WebSocket
- LangChain
- HuggingFace
- FAISS
- PyTorch
- Faster-Whisper
- VAD
Global Disaster Resilience Analytics Dashboard
Interactive dashboard analyzing global disaster resilience trends using multi-source datasets and engineered resilience metrics. Built data pipelines and visualizations (choropleths, Sankey diagrams, heatmaps) to explore resilience, impact, and recovery patterns across countries.
- Tableau
- Python
- Pandas
- Geospatial
- Data Visualization
- Feature Engineering